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					<a href="_music_rnn_model_.musicrnn.html">MusicRNN</a>
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			<h1>Class MusicRNN</h1>
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						<p>Main MusicRNN model class.</p>
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					<p>A MusicRNN is an LSTM-based language model for musical notes.</p>
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			<section class="tsd-panel tsd-hierarchy">
				<h3>Hierarchy</h3>
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					<li>
						<span class="target">MusicRNN</span>
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				<h2>Index</h2>
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							<h3>Constructors</h3>
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								<li class="tsd-kind-constructor tsd-parent-kind-class"><a href="_music_rnn_model_.musicrnn.html#constructor" class="tsd-kind-icon">constructor</a></li>
							</ul>
						</section>
						<section class="tsd-index-section ">
							<h3>Methods</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-method tsd-parent-kind-class"><a href="_music_rnn_model_.musicrnn.html#continuesequence" class="tsd-kind-icon">continue<wbr>Sequence</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class"><a href="_music_rnn_model_.musicrnn.html#continuesequenceandreturnprobabilities" class="tsd-kind-icon">continue<wbr>Sequence<wbr>And<wbr>Return<wbr>Probabilities</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class"><a href="_music_rnn_model_.musicrnn.html#dispose" class="tsd-kind-icon">dispose</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class"><a href="_music_rnn_model_.musicrnn.html#initialize" class="tsd-kind-icon">initialize</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class"><a href="_music_rnn_model_.musicrnn.html#isinitialized" class="tsd-kind-icon">is<wbr>Initialized</a></li>
							</ul>
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			<section class="tsd-panel-group tsd-member-group ">
				<h2>Constructors</h2>
				<section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class">
					<a name="constructor" class="tsd-anchor"></a>
					<h3>constructor</h3>
					<ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">new <wbr>MusicRNN<span class="tsd-signature-symbol">(</span>checkpointURL<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span>, spec<span class="tsd-signature-symbol">?: </span><a href="../interfaces/_music_rnn_model_.musicrnnspec.html" class="tsd-signature-type">MusicRNNSpec</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="_music_rnn_model_.musicrnn.html" class="tsd-signature-type">MusicRNN</a></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/model.ts#L82">music_rnn/model.ts:82</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p><code>MusicRNN</code> constructor.</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>checkpointURL: <span class="tsd-signature-type">string</span></h5>
									<div class="tsd-comment tsd-typography">
										<div class="lead">
											<p>Path to the checkpoint directory.</p>
										</div>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagOptional">Optional</span> spec: <a href="../interfaces/_music_rnn_model_.musicrnnspec.html" class="tsd-signature-type">MusicRNNSpec</a></h5>
									<div class="tsd-comment tsd-typography">
										<div class="lead">
											<p>(Optional) <code>MusicRNNSpec</code> object. If undefined, will be loaded
											from a <code>config.json</code> file in the checkpoint directory.</p>
										</div>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <a href="_music_rnn_model_.musicrnn.html" class="tsd-signature-type">MusicRNN</a></h4>
						</li>
					</ul>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group ">
				<h2>Methods</h2>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class">
					<a name="continuesequence" class="tsd-anchor"></a>
					<h3>continue<wbr>Sequence</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">continue<wbr>Sequence<span class="tsd-signature-symbol">(</span>sequence<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">INoteSequence</span>, steps<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, temperature<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span>, chordProgression<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/model.ts#L211">music_rnn/model.ts:211</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Continues a provided quantized NoteSequence.</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>sequence: <span class="tsd-signature-type">INoteSequence</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>The sequence to continue. Must be quantized.</p>
									</div>
								</li>
								<li>
									<h5>steps: <span class="tsd-signature-type">number</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>How many steps to continue.</p>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagOptional">Optional</span> temperature: <span class="tsd-signature-type">number</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>(Optional) The softmax temperature to use when sampling
											from the logits. Argmax is used if not provided. Temperature can be any
											number value above 0, however, anything above 1.5 will essentially result
										in random results.</p>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagOptional">Optional</span> chordProgression: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>(Optional) Chord progression to use as
											conditioning.  A chord progression param is an array of chords that are
											passed to the <a href="https://github.com/danigb/tonal">tonal package</a> for parsing,
										so they&#39;re in that format. Example: [&quot;G&quot;, &quot;Em&quot;, &quot;C&quot;, &quot;D&quot;]</p>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class">
					<a name="continuesequenceandreturnprobabilities" class="tsd-anchor"></a>
					<h3>continue<wbr>Sequence<wbr>And<wbr>Return<wbr>Probabilities</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">continue<wbr>Sequence<wbr>And<wbr>Return<wbr>Probabilities<span class="tsd-signature-symbol">(</span>sequence<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">INoteSequence</span>, steps<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, temperature<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span>, chordProgression<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">object</span><span class="tsd-signature-symbol">&gt;</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/model.ts#L230">music_rnn/model.ts:230</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Continues a provided quantized NoteSequence, and returns the computed
									probability distribution at each step.</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>sequence: <span class="tsd-signature-type">INoteSequence</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>The sequence to continue. Must be quantized.</p>
									</div>
								</li>
								<li>
									<h5>steps: <span class="tsd-signature-type">number</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>How many steps to continue.</p>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagOptional">Optional</span> temperature: <span class="tsd-signature-type">number</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>(Optional) The softmax temperature to use when sampling
										from the logits. Argmax is used if not provided.</p>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagOptional">Optional</span> chordProgression: <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">[]</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>(Optional) Chord progression to use as
										conditioning.</p>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">object</span><span class="tsd-signature-symbol">&gt;</span></h4>
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					<a name="dispose" class="tsd-anchor"></a>
					<h3>dispose</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">dispose<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li>
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					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/model.ts#L187">music_rnn/model.ts:187</a></li>
								</ul>
							</aside>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class">
					<a name="initialize" class="tsd-anchor"></a>
					<h3>initialize</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">initialize<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/model.ts#L126">music_rnn/model.ts:126</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Loads variables from the checkpoint and instantiates the <code>Encoder</code> and
									<code>Decoder</code>.</p>
								</div>
							</div>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></h4>
						</li>
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					<a name="isinitialized" class="tsd-anchor"></a>
					<h3>is<wbr>Initialized</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
						<li class="tsd-signature tsd-kind-icon">is<wbr>Initialized<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/music_rnn/model.ts#L103">music_rnn/model.ts:103</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Returns true iff model is initialized.</p>
								</div>
							</div>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4>
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						<a href="../modules/_music_rnn_model_.html">"music_<wbr>rnn/model"</a>
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								<a href="_music_rnn_model_.musicrnn.html#constructor" class="tsd-kind-icon">constructor</a>
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								<a href="_music_rnn_model_.musicrnn.html#isinitialized" class="tsd-kind-icon">is<wbr>Initialized</a>
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